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| Link zu diesem Datensatz | https://d-nb.info/1346424462 |
| Titel | Big Data Infrastructure Technologies for Data Analytics : Scaling Data Science Applications for Continuous Growth / by Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova |
| Person(en) |
Demchenko, Yuri (Verfasser) Cuadrado-Gallego, Juan J. (Verfasser) Chertov, Oleg (Verfasser) Aleksandrova, Marharyta (Verfasser) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XVI, 544 p. 145 illus. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-69365-6 Printed edition:: ISBN: 978-3-031-69367-0 Printed edition:: ISBN: 978-3-031-69368-7 |
| Inhalt | Chapter 1 Introduction. - Chapter 2 Big Data Technologies Foundation: Definition, Reference Architecture, use cases. - Chapter 3 Cloud Computing Foundation: Definition, Reference Architecture, Foundational Technologies, Use cases. - Chapter 4 Cloud and Big Data Service Providers and Platforms. - Chapter 5 Big Data Algorithms, MapReduce and Hadoop ecosystem -- Chapter 6 Streaming Analytics and Spark -- Chapter 7 Data Structures for Big Data, Modern Big Data SQL and NoSQL Databases.-Chapter 8 Enterprise Data Governance and Management -- Chapter 9 Research Data Management -- Chapter 10 Big Data Security and Compliance, Data Privacy Protection -- Chapter 11 Finding Data on the Web, Data sets, Web Scraping, Web API -- Chapter 12 Data Science Projects Management,DataOps, MLOPs -- Chapter13 Data Science Projects Development with Amazon SageMaker -- Chapter 14 Data Validation for Data Science Projects |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2410290331351.119656218613 DOI: 10.1007/978-3-031-69366-3 |
| URL | https://doi.org/10.1007/978-3-031-69366-3 |
| ISBN/Einband/Preis | 978-3-031-69366-3 |
| Sprache(n) | Englisch (eng) |
| DDC-Notation | 005.7 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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